|By Srinivasan Sundara Rajan||
|January 24, 2011 05:00 AM EST||
The health care sector represents one of the most important and growing industry in terms of support from Information Technology. In several countries, including the US, health care spending in IT is at the top of the IT industry. The following are some of the challenges faced by the industry worldwide in general and the US in particular.
Challenge #1: Single Truth of Customer data, electronic medical records (EMR) and health information exchanges (HIE). A patient information needs to be true and unique across the globe and across transactions
Challenge #2: Applications subject to unpredictable bursting in thework load for reasons beyond control like epidemic spread and natural disasters.
Challenge #3: Large data volumes and processing needs. Scans, X-ray, real-time monitoring information and extensive analysis of the medical conditions. A modest 100-bed hospital will generate approximately 60GB of new digital content per-bed per year, requiring an additional six terabytes of storage space annually.
Challenge #4: Common legal compliance needs across nations, HIPAA (Health Insurance Portability and Accountability Act), EU Directives
Cloud Computing will help the health care industry in solving these challenges, as explained in the following sections.
Cloud in Health Care Industry Master Data Management
- Cloud is probably the first viable option to support Master Data Management of Health care information to support single truth of data
- Cloud Storage will be a common repository accessible to several providers across the globe to avoid data redundancy and duplication.
- Community Clouds and easily accessible public clouds (Amazon EC2, Google) enable common storage of clinical data from various providers.
- Cloud Federation will support the transfer or EMR and HIE across multiple clouds.
- Verizon has announced a new service that will make medical records available in the cloud. Called the Verizon Health Information Exchange, the service aims to make it easier for hospitals, doctors' offices and other health care centers to access and share medical records.
- GE Centricity Advance is a new software-as-a-service offering that includes integrated e-medical records, practice management applications, and a patient portal. The software is aimed at the 500,000 physicians in small U.S. practices with 15 or fewer doctors
Cloud in Health Care Industry Dynamic Scaling
- The health care industry is prone to sudden bursts in system usage, due to the seasonal fluctuations like influenza or viral or other epidemics; the situation could go further unpredictable due to natural disasters.
- Cloud provides the ideal solution for handling dynamic workload s. A key benefit of cloud computing is the ability to add and remove capacity as and when it is required. This is often referred to as elastic scale. Being able to add and remove this capacity can dramatically reduce the total cost of ownership.
- Amazon EC2 provides out-of-the-box support for elasticity and auto scaling with multiple components.
- Auto scaling allows you to automatically scale your Amazon EC2 capacity up or down according to conditions that you define.
- In Windows Azure, auto scaling is achieved by changing the instance count in the service configuration. Increasing the instance count will cause Windows Azure to start new instances
Cloud Supporting Health Care Industry Storage
The massive amount of data storage and predicted growth patterns in clinical data along with the legal needs for archival and disaster recovery coupled with massive processing needs for analysis of real time data, puts most private hospital data centers unable to scale up to the needs of future growth coupled with unpredictable burst in data conditions
- Cloud enables utilization of a new data storage paradigm in the form of NoSQL databases, and implementation like BigTable.
- BigTable is a distributed storage system for managing structured data that is designed to scale to a very large size: petabytes of data across thousands of commodity servers. Many projects at Google store data in BigTable
- Amazon Elastic Block Store (EBS) provides block-level storage volumes for use with Amazon EC2 instances
- Amazon EBS allows you to create storage volumes from 1 GB to 1 TB that can be mounted as devices by Amazon EC2 instances. Multiple volumes can be mounted to the same instance.
- Amazon EBS volumes are designed to be highly available and reliable. Amazon EBS volume data is replicated across multiple servers in an Availability Zone to prevent the loss of data from the failure of any single component.
- The health care industry is producing massive amounts of multimodal data.
- Medical imaging procedures are becoming increasingly popular each year with more than millions of CT scans performed per year
- The need for parallel processing is apparent for mining these massive multimodal data sets, which can range anywhere from tens of gigabytes, to terabytes or even petabytes.
- Amazon Elastic MapReduce is a web service that enables businesses, researchers, data analysts, and developers to easily and cost-effectively process vast amounts of data.
- Windows Azure supports a Worker role is used for generalized development, and may perform background processing for a web role.
Cloud and Healthcare Industry Compliance
- Legal Compliances and Procedural Compliances are inevitable and time bound. There will not be any tolerance on non compliance
- Building, maintaining and modifying existing software is costly and time-consuming especially for small players
- SaaS (Software-as-a-Service) provides a viable alternative for small health care providers to quickly get up to the speed.
- GE is using a Software-as-a-Service option for an online repository of information on 500,000 global suppliers.
- Adoption of SaaS will provide a common platform for performing correct analysis , procedures and legal compliance for medical companies and hospitals
Like other industries, health care industry is looking for technology not only for cost cutting but also for business capability needs and Cloud Computing provides a perfect platform We find the adoption is rising with the cross collaboration of Cloud Computing with the healthcare industry, I recently received an invitation about value proposition of Cloud Computing in biotech and medical device industries, from Southern California Biomedical Council (SoCalBio).
The explosion of new web/cloud/IoT-based applications and the data they generate are transforming our world right before our eyes. In this rush to adopt these new technologies, organizations are often ignoring fundamental questions concerning who owns the data and failing to ask for permission to conduct invasive surveillance of their customers. Organizations that are not transparent about how their systems gather data telemetry without offering shared data ownership risk product rejection, regu...
Oct. 28, 2016 07:00 PM EDT Reads: 394
Join IBM November 2 at 19th Cloud Expo at the Santa Clara Convention Center in Santa Clara, CA, and learn how to go beyond multi-speed it to bring agility to traditional enterprise applications. Technology innovation is the driving force behind modern business and enterprises must respond by increasing the speed and efficiency of software delivery. The challenge is that existing enterprise applications are expensive to develop and difficult to modernize. This often results in what Gartner calls...
Oct. 28, 2016 07:00 PM EDT Reads: 383
WebRTC sits at the intersection between VoIP and the Web. As such, it poses some interesting challenges for those developing services on top of it, but also for those who need to test and monitor these services. In his session at WebRTC Summit, Tsahi Levent-Levi, co-founder of testRTC, reviewed the various challenges posed by WebRTC when it comes to testing and monitoring and on ways to overcome them.
Oct. 28, 2016 07:00 PM EDT Reads: 4,241
Bert Loomis was a visionary. This general session will highlight how Bert Loomis and people like him inspire us to build great things with small inventions. In their general session at 19th Cloud Expo, Harold Hannon, Architect at IBM Bluemix, and Michael O'Neill, Strategic Business Development at Nvidia, will discuss the accelerating pace of AI development and how IBM Cloud and NVIDIA are partnering to bring AI capabilities to "every day," on-demand. They will also review two "free infrastruct...
Oct. 28, 2016 06:30 PM EDT Reads: 373
WebRTC defines no default signaling protocol, causing fragmentation between WebRTC silos. SIP and XMPP provide possibilities, but come with considerable complexity and are not designed for use in a web environment. In his session at @ThingsExpo, Matthew Hodgson, technical co-founder of the Matrix.org, discussed how Matrix is a new non-profit Open Source Project that defines both a new HTTP-based standard for VoIP & IM signaling and provides reference implementations.
Oct. 28, 2016 06:15 PM EDT Reads: 2,938
Smart Cities are here to stay, but for their promise to be delivered, the data they produce must not be put in new siloes. In his session at @ThingsExpo, Mathias Herberts, Co-founder and CTO of Cityzen Data, will deep dive into best practices that will ensure a successful smart city journey.
Oct. 28, 2016 05:30 PM EDT Reads: 3,330
November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Penta Security is a leading vendor for data security solutions, including its encryption solution, D’Amo. By using FPE technology, D’Amo allows for the implementation of encryption technology to sensitive data fields without modification to schema in the database environment. With businesses having their data become increasingly more complicated in their mission-critical applications (such as ERP, CRM, HRM), continued ...
Oct. 28, 2016 04:30 PM EDT Reads: 1,230
Two weeks ago (November 3-5), I attended the Cloud Expo Silicon Valley as a speaker, where I presented on the security and privacy due diligence requirements for cloud solutions. Cloud security is a topical issue for every CIO, CISO, and technology buyer. Decision-makers are always looking for insights on how to mitigate the security risks of implementing and using cloud solutions. Based on the presentation topics covered at the conference, as well as the general discussions heard between sessi...
Oct. 28, 2016 04:30 PM EDT Reads: 5,256
In his general session at 18th Cloud Expo, Lee Atchison, Principal Cloud Architect and Advocate at New Relic, discussed cloud as a ‘better data center’ and how it adds new capacity (faster) and improves application availability (redundancy). The cloud is a ‘Dynamic Tool for Dynamic Apps’ and resource allocation is an integral part of your application architecture, so use only the resources you need and allocate /de-allocate resources on the fly.
Oct. 28, 2016 04:00 PM EDT Reads: 3,878
SYS-CON Events announced today that Cloudbric, a leading website security provider, will exhibit at the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. Cloudbric is an elite full service website protection solution specifically designed for IT novices, entrepreneurs, and small and medium businesses. First launched in 2015, Cloudbric is based on the enterprise level Web Application Firewall by Penta Security Sys...
Oct. 28, 2016 03:15 PM EDT Reads: 1,384
Virgil consists of an open-source encryption library, which implements Cryptographic Message Syntax (CMS) and Elliptic Curve Integrated Encryption Scheme (ECIES) (including RSA schema), a Key Management API, and a cloud-based Key Management Service (Virgil Keys). The Virgil Keys Service consists of a public key service and a private key escrow service.
Oct. 28, 2016 02:30 PM EDT Reads: 1,250
Data is the fuel that drives the machine learning algorithmic engines and ultimately provides the business value. In his session at Cloud Expo, Ed Featherston, a director and senior enterprise architect at Collaborative Consulting, will discuss the key considerations around quality, volume, timeliness, and pedigree that must be dealt with in order to properly fuel that engine.
Oct. 28, 2016 02:15 PM EDT Reads: 4,030
SYS-CON Events announced today that MathFreeOn will exhibit at the 19th International Cloud Expo, which will take place on November 1–3, 2016, at the Santa Clara Convention Center in Santa Clara, CA. MathFreeOn is Software as a Service (SaaS) used in Engineering and Math education. Write scripts and solve math problems online. MathFreeOn provides online courses for beginners or amateurs who have difficulties in writing scripts. In accordance with various mathematical topics, there are more tha...
Oct. 28, 2016 02:00 PM EDT Reads: 1,227
In an era of historic innovation fueled by unprecedented access to data and technology, the low cost and risk of entering new markets has leveled the playing field for business. Today, any ambitious innovator can easily introduce a new application or product that can reinvent business models and transform the client experience. In their Day 2 Keynote at 19th Cloud Expo, Mercer Rowe, IBM Vice President of Strategic Alliances, and Raejeanne Skillern, Intel Vice President of Data Center Group and ...
Oct. 28, 2016 01:45 PM EDT Reads: 1,728
The best way to leverage your Cloud Expo presence as a sponsor and exhibitor is to plan your news announcements around our events. The press covering Cloud Expo and @ThingsExpo will have access to these releases and will amplify your news announcements. More than two dozen Cloud companies either set deals at our shows or have announced their mergers and acquisitions at Cloud Expo. Product announcements during our show provide your company with the most reach through our targeted audiences.
Oct. 28, 2016 01:30 PM EDT Reads: 5,203
@ThingsExpo has been named the Top 5 Most Influential Internet of Things Brand by Onalytica in the ‘The Internet of Things Landscape 2015: Top 100 Individuals and Brands.' Onalytica analyzed Twitter conversations around the #IoT debate to uncover the most influential brands and individuals driving the conversation. Onalytica captured data from 56,224 users. The PageRank based methodology they use to extract influencers on a particular topic (tweets mentioning #InternetofThings or #IoT in this ...
Oct. 28, 2016 01:15 PM EDT Reads: 8,656
There is growing need for data-driven applications and the need for digital platforms to build these apps. In his session at 19th Cloud Expo, Muddu Sudhakar, VP and GM of Security & IoT at Splunk, will cover different PaaS solutions and Big Data platforms that are available to build applications. In addition, AI and machine learning are creating new requirements that developers need in the building of next-gen apps. The next-generation digital platforms have some of the past platform needs a...
Oct. 28, 2016 01:00 PM EDT Reads: 2,430
"We've discovered that after shows 80% if leads that people get, 80% of the conversations end up on the show floor, meaning people forget about it, people forget who they talk to, people forget that there are actual business opportunities to be had here so we try to help out and keep the conversations going," explained Jeff Mesnik, Founder and President of ContentMX, in this SYS-CON.tv interview at 18th Cloud Expo, held June 7-9, 2016, at the Javits Center in New York City, NY.
Oct. 28, 2016 01:00 PM EDT Reads: 3,730
Intelligent machines are here. Robots, self-driving cars, drones, bots and many IoT devices are becoming smarter with Machine Learning. In her session at @ThingsExpo, Sudha Jamthe, CEO of IoTDisruptions.com, will discuss the next wave of business disruption at the junction of IoT and AI, impacting many industries and set to change our lives, work and world as we know it.
Oct. 28, 2016 12:30 PM EDT Reads: 663
More and more brands have jumped on the IoT bandwagon. We have an excess of wearables – activity trackers, smartwatches, smart glasses and sneakers, and more that track seemingly endless datapoints. However, most consumers have no idea what “IoT” means. Creating more wearables that track data shouldn't be the aim of brands; delivering meaningful, tangible relevance to their users should be. We're in a period in which the IoT pendulum is still swinging. Initially, it swung toward "smart for smar...
Oct. 28, 2016 12:15 PM EDT Reads: 1,313